Triple

T3637488
Position Surface form Disambiguated ID Type / Status
Subject New Taipei City E77106 entity
Predicate transportInfrastructure P1777 FINISHED
Object National Freeway 5
National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
 E385335 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Freeway 5 | Statement: [New Taipei City, transportInfrastructure, National Freeway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Freeway 5
Context triple: [New Taipei City, transportInfrastructure, National Freeway 5]
  • A. National Freeway 3
    National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
  • B. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • C. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • D. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • E. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Freeway 5
Triple: [New Taipei City, transportInfrastructure, National Freeway 5]
Generated description
National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Freeway 5
Target entity description: National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
  • A. National Freeway 3
    National Freeway 3 is a major north–south expressway in Taiwan that runs along the western part of the island, serving as an important alternative to National Freeway 1 and connecting multiple key cities and regions.
  • B. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • C. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • D. Interstate 55
    Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
  • E. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc328e5e481909d26318c743bc84a completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4dcd15c8190a763363adb7740c4 completed March 14, 2026, 4:32 a.m.
NEDg Description generation batch_69b4e56d65b08190a2ee4619ec09ba0f completed March 14, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69b4e5de1e788190b99e32d4fa2a0942 completed March 14, 2026, 4:36 a.m.
Created at: March 8, 2026, 3:24 p.m.